Scott Lundberg
6 papers · 2021–2023 · 6 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
🌍
Conference Polyglot
(6)
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Cross-Pollinator
(12)
🌉
Interdisciplinary Bridge
🐣
Hot Topic Early Bird
Conferences
ACL (1)
AISTATS (1)
EMNLP (1)
ICCV (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
information theory
(1)
game theory
(1)
sentiment analysis
(1)
relation extraction
(1)
feature importance
(1)
feature attribution
(1)
language model
(1)
counterfactual reasoning
(1)
model explanation
(1)
causal graph
(1)
bug detection
(1)
shapley value
(1)
removal-based explanation
(1)
unit testing
(1)
model testing
(1)
error clustering
(1)
failure mode
(1)
model correction
(1)
graph-based view
(1)
computer vision model
(1)
Papers
Adaptive Testing of Computer Vision Models
ICCV 2023
Adaptive Testing and Debugging of NLP Models
ACL 2022
Fixing Model Bugs with Natural Language Patches
EMNLP 2022
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning
ICLR 2022
Shapley Flow: A Graph-based Approach to Interpreting Model Predictions
AISTATS 2021
Explaining by Removing: A Unified Framework for Model Explanation
JMLR 2021